Sanjiv Kumar and
Martial Hebert.
Discriminative Random Fields: A Discriminative Framework for Contextual Interaction in Classification.
In Proceedings of the 2003 IEEE International Conference on Computer Vision (ICCV '03),
volume 2,
pages 1150-1157,
2003.
(pdf)
(bibtex entry)
Sanjiv Kumar and
Martial Hebert.
Man-Made Structure Detection in Natural Images using a Causal Multiscale Random Field.
In in proc. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR),
volume 1,
pages 119-126,
2003.
(pdf)
(bibtex entry)
Sanjiv Kumar and
Martial Hebert.
Discriminative Fields for Modeling Spatial Dependencies in Natural Images.
In in proc. advances in Neural Information Processing Systems (NIPS),
December 2003.
(pdf)
(bibtex entry)
Sanjiv Kumar,
Alex C. Loui, and
Martial Hebert.
Probabilistic Classification of Image Regions using an Observation-Constrained Generative Approach.
In ECCV Workshop on Generative Models based Vision (GMBV),
pages 91 - 99,
2002.
(pdf)
(bibtex entry)